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Ninth International Workshop on Frontiers in Handwriting Recognition (2004)
Kokubunji, Tokyo, Japan
Oct. 26, 2004 to Oct. 29, 2004
ISSN: 1550-5235
ISBN: 0-7695-2187-8
pp: 93-98
L. Heutte , Universit? de Rouen
T. Paquet , Universit? de Rouen
C. Chatelain , Universit? de Rouen
In this article, we propose a method for the automatic extraction of numerical fields in handwritten documents. The method exploits the syntax of a numerical field as an a priori knowledge to extract the connected component sequences from the document. For that, we have to label the connected components as "belonging to a numerical field" or not. We propose a method for discriminating the connected components, using different families of features and a combination of classifiers. A comparison between the results obtained with the combination of classifiers and our first approach [10] demonstrates the utility of combining different feature sets for discriminating classes with large intra-class variability.
L. Heutte, T. Paquet, C. Chatelain, "A Syntax-Directed Method for Numerical Field Extraction Using Classifier Combination", Ninth International Workshop on Frontiers in Handwriting Recognition, vol. 00, no. , pp. 93-98, 2004, doi:10.1109/IWFHR.2004.11
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